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05/08/2023
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
The ability of deep neural networks to continually learn and adapt to a ...
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07/13/2022
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach
Continual learning (CL) over non-stationary data streams remains one of ...
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07/11/2022
Consistency is the key to further mitigating catastrophic forgetting in continual learning
Deep neural networks struggle to continually learn multiple sequential t...
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04/20/2021